Period
to 23 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 23 September 2018 with a comparison to the same period in the previous 2 years.

RESTful
England > North West
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 48 70 88
Rank change year-on-year +22 +18 +19
Permanent jobs citing RESTful 592 556 388
As % of all permanent IT jobs advertised in the North West 5.02% 4.27% 3.25%
As % of the Libraries, Frameworks & Software Standards category 12.99% 9.73% 7.90%
Number of salaries quoted 522 480 378
North West median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - -
10th Percentile £31,250 £29,900 £26,250
90th Percentile £63,750 £63,875 £57,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

RESTful is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North West
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,557 5,716 4,913
As % of all permanent IT jobs advertised in the North West 38.64% 43.86% 41.13%
Number of salaries quoted 3,841 4,741 4,231
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £27,500 £25,500
90th Percentile £65,000 £62,500 £57,500
England median annual salary £52,000 £50,000 £47,500
% change year-on-year +4.00% +5.26% +5.56%

RESTful
Job Vacancy Trend in the North West

Job postings citing RESTful as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for RESTful in the North West

RESTful
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing RESTful in the North West.

Salary trend for RESTful in the North West

RESTful
Salary Histogram in the North West

The salary distribution of IT jobs citing RESTful in the North West over the 6 months to 23 September 2018.

Salary histogram for RESTful in the North West

RESTful
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the North West region over the 6 months to 23 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +36 447 £50,000 +11.11% 75
Cheshire -45 79 £53,500 +25.88% 12
Merseyside +1 32 £40,000 - 13
Lancashire +7 30 £37,500 +7.14% 7
RESTful
England

For the 6 months to 23 September 2018, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for RESTful.

1 432 (72.97%) Agile Software Development
2 330 (55.74%) C#
3 292 (49.32%) TDD
4 286 (48.31%) .NET
5 274 (46.28%) MVC
6 269 (45.44%) JavaScript
7 226 (38.18%) AngularJS
8 217 (36.66%) ASP.NET
9 211 (35.64%) SQL Server
10 206 (34.80%) ASP.NET Web API
11 201 (33.95%) Java
12 198 (33.45%) Scrum
13 195 (32.94%) ASP.NET MVC
14 189 (31.93%) Continuous Integration
15 185 (31.25%) BDD
16 174 (29.39%) HTML
17 169 (28.55%) CSS
18 166 (28.04%) Web Services
19 157 (26.52%) WCF
20 154 (26.01%) Git (software)
21 146 (24.66%) SQL Server 2016
22 144 (24.32%) OO
23 141 (23.82%) Web Application Development
24 138 (23.31%) Node.js
25 133 (22.47%) SQL
26 120 (20.27%) NoSQL
27 114 (19.26%) Software Engineering
28 108 (18.24%) Ruby
29 102 (17.23%) MongoDB
29 102 (17.23%) Dependency Injection

RESTful
Co-occurring IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 23 (3.89%) Elasticsearch
2 13 (2.20%) Cloud Foundry
3 8 (1.35%) IIS
3 8 (1.35%) Sitefinity
4 7 (1.18%) CMS
4 7 (1.18%) nginx
4 7 (1.18%) WebSphere
5 6 (1.01%) Apache Spark
6 5 (0.84%) Apache Pig
6 5 (0.84%) WebLogic
7 4 (0.68%) Adobe Experience Manager
7 4 (0.68%) Apache
7 4 (0.68%) Apache Solr
7 4 (0.68%) JBoss
7 4 (0.68%) Jetty
7 4 (0.68%) Sitecore CMS
7 4 (0.68%) Tomcat
8 3 (0.51%) NServiceBus
9 2 (0.34%) Alfresco
Applications
1 1 (0.17%) S-PLUS
Business Applications
1 3 (0.51%) Dynamics CRM
Cloud Services
1 98 (16.55%) Amazon AWS
2 74 (12.50%) Microsoft Azure
3 21 (3.55%) GitHub
4 19 (3.21%) SaaS
5 13 (2.20%) Google Cloud Platform
6 11 (1.86%) Amazon ElastiCache
7 10 (1.69%) npm
8 8 (1.35%) Amazon EC2
9 7 (1.18%) Amazon S3
10 6 (1.01%) AWS CloudFormation
11 5 (0.84%) AWS Elastic Beanstalk
11 5 (0.84%) Cloud Computing
12 4 (0.68%) Serverless
13 3 (0.51%) PaaS
13 3 (0.51%) Yarn
14 2 (0.34%) Amazon SQS
14 2 (0.34%) OpenShift
15 1 (0.17%) Azure Functions
15 1 (0.17%) CloudFront
15 1 (0.17%) Firebase
Communications & Networking
1 64 (10.81%) Internet
2 29 (4.90%) HTTP
3 23 (3.89%) Hyperconnected
4 19 (3.21%) SSL
5 12 (2.03%) Bluetooth
5 12 (2.03%) Wi-Fi
6 7 (1.18%) AMQP
7 5 (0.84%) Broadband
7 5 (0.84%) Intranet
7 5 (0.84%) WAN
8 3 (0.51%) TCP/IP
9 2 (0.34%) PPP
Database & Business Intelligence
1 211 (35.64%) SQL Server
2 146 (24.66%) SQL Server 2016
3 120 (20.27%) NoSQL
4 102 (17.23%) MongoDB
5 54 (9.12%) MySQL
6 33 (5.57%) PostgreSQL
7 27 (4.56%) Apache Cassandra
8 22 (3.72%) Neo4j
9 21 (3.55%) Relational Database
10 19 (3.21%) Redis
11 17 (2.87%) Blockchain
12 15 (2.53%) Big Data
13 12 (2.03%) Data Warehouse
14 10 (1.69%) Hadoop
15 9 (1.52%) Amazon RDS
15 9 (1.52%) MariaDB
16 5 (0.84%) Amazon DynamoDB
16 5 (0.84%) Apache Hive
16 5 (0.84%) Oracle Database
17 4 (0.68%) SQL Server Reporting Services
Development Applications
1 154 (26.01%) Git (software)
2 44 (7.43%) JIRA
3 42 (7.09%) NUnit
4 41 (6.93%) Jenkins
5 33 (5.57%) Visual Studio
6 32 (5.41%) MSTest
7 29 (4.90%) Gradle
7 29 (4.90%) Selenium
8 27 (4.56%) TeamCity
9 26 (4.39%) Maven
10 24 (4.05%) Team Foundation Server
11 22 (3.72%) JUnit
12 20 (3.38%) GitLab
13 19 (3.21%) Cucumber
13 19 (3.21%) Mockito
14 16 (2.70%) gulp
15 15 (2.53%) Octopus Deploy
16 14 (2.36%) Ant
16 14 (2.36%) Jasmine
16 14 (2.36%) Protractor
General
1 92 (15.54%) Finance
2 59 (9.97%) Games
3 25 (4.22%) Banking
3 25 (4.22%) Retail
4 14 (2.36%) Investment Banking
5 12 (2.03%) Law
6 11 (1.86%) Marketing
7 9 (1.52%) Advertising
8 7 (1.18%) Retail Banking
9 5 (0.84%) Manufacturing
10 3 (0.51%) Automotive
10 3 (0.51%) Legal
10 3 (0.51%) Music Industry
11 2 (0.34%) Electronics
12 1 (0.17%) Back Office
12 1 (0.17%) Telecoms
Job Titles
1 489 (82.60%) Developer
2 209 (35.30%) .NET Developer
3 90 (15.20%) Java Developer
3 90 (15.20%) Senior Developer
4 68 (11.49%) C# Developer
5 60 (10.14%) C# .NET Developer
6 51 (8.61%) Software Engineer
7 38 (6.42%) Full Stack Developer
7 38 (6.42%) Software Developer
8 37 (6.25%) Internet Developer
9 35 (5.91%) Junior
9 35 (5.91%) Junior Developer
10 34 (5.74%) Lead Developer
11 33 (5.57%) ASP.NET Developer
12 31 (5.24%) C# ASP.NET Developer
13 28 (4.73%) Junior .NET Developer
14 27 (4.56%) Graduate
14 27 (4.56%) Graduate .NET Developer
14 27 (4.56%) Graduate Developer
15 26 (4.39%) Agile Developer
Libraries, Frameworks & Software Standards
1 286 (48.31%) .NET
2 226 (38.18%) AngularJS
3 217 (36.66%) ASP.NET
4 206 (34.80%) ASP.NET Web API
5 195 (32.94%) ASP.NET MVC
6 174 (29.39%) HTML
7 169 (28.55%) CSS
8 166 (28.04%) Web Services
9 157 (26.52%) WCF
10 138 (23.31%) Node.js
11 94 (15.88%) React
12 92 (15.54%) SOAP
13 87 (14.70%) .NET Framework
14 84 (14.19%) JSON
14 84 (14.19%) XML
15 77 (13.01%) HTML5
16 72 (12.16%) ASP.NET MVC 5
17 66 (11.15%) CSS3
18 65 (10.98%) Twitter Bootstrap
18 65 (10.98%) WPF
Miscellaneous
1 67 (11.32%) Computer Science
2 53 (8.95%) User Experience
3 32 (5.41%) Greenfield Project
4 30 (5.07%) Mobile App
5 20 (3.38%) Analytical Skills
6 12 (2.03%) BBC
6 12 (2.03%) Social Media
7 11 (1.86%) Arduino
7 11 (1.86%) Mainframe
8 9 (1.52%) Algorithms
8 9 (1.52%) Enterprise Software
8 9 (1.52%) Management Information System
9 8 (1.35%) Fintech
10 7 (1.18%) Animation
10 7 (1.18%) Social Network
11 6 (1.01%) N-Tier
11 6 (1.01%) PMI
12 5 (0.84%) Data Structures
13 4 (0.68%) Cloud Native
14 3 (0.51%) Cyber Defence
Operating Systems
1 35 (5.91%) Android
1 35 (5.91%) Apple iOS
2 32 (5.41%) Linux
3 11 (1.86%) Windows
4 3 (0.51%) Unix
5 2 (0.34%) Embedded Linux
6 1 (0.17%) Ubuntu
Processes & Methodologies
1 432 (72.97%) Agile Software Development
2 292 (49.32%) TDD
3 274 (46.28%) MVC
4 198 (33.45%) Scrum
5 189 (31.93%) Continuous Integration
6 185 (31.25%) BDD
7 144 (24.32%) OO
8 141 (23.82%) Web Application Development
9 114 (19.26%) Software Engineering
10 102 (17.23%) Dependency Injection
11 100 (16.89%) Microservices
12 96 (16.22%) DevOps
13 88 (14.86%) OOP
14 77 (13.01%) Kanban
15 75 (12.67%) Test Automation
16 68 (11.49%) Problem-Solving
17 66 (11.15%) SOA
18 58 (9.80%) Web Development
19 57 (9.63%) Unit Testing
20 47 (7.94%) MVVM
Programming Languages
1 330 (55.74%) C#
2 269 (45.44%) JavaScript
3 201 (33.95%) Java
4 133 (22.47%) SQL
5 108 (18.24%) Ruby
6 62 (10.47%) T-SQL
7 46 (7.77%) Python
8 43 (7.26%) C++
9 41 (6.93%) PHP
10 35 (5.91%) Java 8
11 33 (5.57%) TypeScript
12 29 (4.90%) PL/SQL
13 24 (4.05%) Groovy
14 20 (3.38%) VB.NET
15 18 (3.04%) F#
16 15 (2.53%) C
16 15 (2.53%) Scala
17 14 (2.36%) Apple Swift
17 14 (2.36%) Go
17 14 (2.36%) Objective-C
Qualifications
1 71 (11.99%) Degree
2 35 (5.91%) Computer Science Degree
3 11 (1.86%) OCPJP
4 6 (1.01%) PMI Certification
5 4 (0.68%) Master's Degree
6 2 (0.34%) DV Cleared
6 2 (0.34%) Security Cleared
7 1 (0.17%) ISEB
7 1 (0.17%) ISTQB
7 1 (0.17%) ISTQB Foundation Certification
7 1 (0.17%) SC Cleared
Quality Assurance & Compliance
1 34 (5.74%) QA
2 3 (0.51%) GDPR
3 2 (0.34%) Web Application Security Consortium
4 1 (0.17%) GPG13
4 1 (0.17%) ISO/IEC 27001
System Software
1 52 (8.78%) Docker
2 24 (4.05%) Virtual Machines
3 2 (0.34%) Firmware
4 1 (0.17%) vSphere
Systems Management
1 19 (3.21%) Kibana
2 18 (3.04%) Kubernetes
3 7 (1.18%) Terraform
4 5 (0.84%) Puppet
5 3 (0.51%) Ansible
5 3 (0.51%) Docker Swarm
5 3 (0.51%) Opscode Chef
5 3 (0.51%) Rancher
6 2 (0.34%) Business Desktop Deployment
6 2 (0.34%) WSUS
7 1 (0.17%) logstash
Vendors
1 72 (12.16%) Microsoft
2 62 (10.47%) Google
3 24 (4.05%) Facebook
4 19 (3.21%) Apple
5 15 (2.53%) Twitter
5 15 (2.53%) Xamarin
6 14 (2.36%) Oracle
7 12 (2.03%) Sony
7 12 (2.03%) Yahoo!
8 5 (0.84%) Cloudera
8 5 (0.84%) Talend
9 4 (0.68%) Adobe
9 4 (0.68%) Cognizant
9 4 (0.68%) Sitecore
9 4 (0.68%) Splunk
10 3 (0.51%) Atlassian
10 3 (0.51%) Zend
11 2 (0.34%) Pega
12 1 (0.17%) Cadence
12 1 (0.17%) IBM